> ## Documentation Index
> Fetch the complete documentation index at: https://praison.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Auto Generation

> Automatically generate agent configurations

Auto-generate agent configurations from descriptions.

```mermaid theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
graph LR
    subgraph "Auto Generation"
        D[📝 Description] --> G[⚙️ Generator]
        G --> A[🤖 Agent]
    end
    
    classDef input fill:#6366F1,stroke:#7C90A0,color:#fff
    classDef output fill:#10B981,stroke:#7C90A0,color:#fff
    
    class D input
    class G,A output
```

## Quick Start

<Steps>
  <Step title="Generate from Description">
    ```rust theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
    use praisonai::AutoAgent;

    let agent = AutoAgent::generate(
        "A customer support agent that can look up orders and process refunds"
    ).await?;

    // Agent is ready with appropriate tools and instructions
    agent.chat("I need to check my order status").await?;
    ```
  </Step>
</Steps>

***

## What Gets Generated

| Component    | Generated From        |
| ------------ | --------------------- |
| Instructions | Task description      |
| Tools        | Inferred capabilities |
| Guardrails   | Safety requirements   |

***

## Related

<CardGroup cols={2}>
  <Card title="Agent" icon="robot" href="/docs/rust/agent">
    Manual configuration
  </Card>

  <Card title="Tools" icon="wrench" href="/docs/rust/tools">
    Add tools
  </Card>
</CardGroup>